I'll be making a post about this but for the most part your intuition already holds the answer, no. You don't actually need supplements if your diet has enough macro and micronutrients to fuel your entire day and keep your homeostasis.

Unless of course, a nutritional deficiency is affecting your system.

P.D: I'd appreciate your review on my latest post btw. I write blogs about fitness for busy entrepreneurs and professionals.